We present LOME, a system for performing multilingual information extraction. Given a text
document as input, our core system identifies spans of textual entity and event mentions with …

We present EventPlus, a temporal event understanding pipeline that integrates various state-
of-the-art event understanding components including event trigger and type detection, event …

The problem of NLP should be divided into several small parts and solved step by step. In
this article, where NLP is necessary at every stage of solving the problem, all forms of text …

We consider dyadic zero-shot event extraction (EE) to identify actions between pairs of
actors. The\emph {zero-shot} setting allows social scientists or other non-computational …

The JHU HLTCOE participated in the Cold Start and the Trilingual Entity Linking and
Discovery tasks of the 2015 Text Analysis Conference Knowledge Base Population …

This thesis broadens the space of rich yet practical models for structured prediction. We
introduce a general framework for modeling with four ingredients:(1) latent variables,(2) …

Structured Query Language (SQL) remains the standard language used in Relational
Database Management Systems (RDBMSs) and has found applications in healthcare …

Coreference resolution is a core task in natural language processing and in creating
language technologies. Neural methods and models for automatically resolving references …

This thesis studies the use of bulk, structured, linguistic annotations in order to perform
unsupervised induction of meaning for three kinds of linguistic forms: words, sentences, and …

This thesis explores information extraction (IE) in low-resource conditions, in which the
quantity of high-quality human annotations are insufficient to fit statistical machine learning …